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Discourse Analysis

Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification

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Unverified Claim

3,221 comments
Page 1 of 162
The average IQ in india is 76
The average IQ in india is 76
States a false, inflammatory claim about national IQ statistics that is scientifically discredited and used to support racist hierarchies.
MagpieMalone Jan 27, 2026
Dirty diaper heads
Dirty diaper heads
Contains a dehumanizing ethnic slur with no substantive content, representing hateful misinformation rather than legitimate discourse.
gjjjufdfviiihtttfb Feb 13, 2026
“The Africans are not intelligent” alright bro🥀
“The Africans are not intelligent” alright bro🥀
Quotes a racist stereotype about African intelligence and dismisses it sarcastically, highlighting problematic claims in discourse.
Gatorguy744 Jan 27, 2026
They eat poop and drink urine
They eat poop and drink urine
Demonstrably false and dehumanizing stereotype about a specific ethnic/national group.
muhammadharisali4396 Feb 8, 2026
The CIA is selling Fentanyl
The CIA is selling Fentanyl
Unfounded conspiracy claim that the CIA is selling Fentanyl, presented without evidence.
@firebadwatergood431 Mar 4, 2025
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one that actually follows Jesus Christ you shouldn't be eating it. American Indians confirm Vikings were there the same time they were, but the fact is, Vikings travelled everywhere they just didn't settle everywhere and they actually came long before the American Indians saw them, as in Vikings were actually in America first. What is it with brown people, seriously. You know why they have low iq? It really and seriously is about who you worship, you worship Jesus Christ he naturally has you eat certain foods that you are missing the vitamins and minerals which if you don't have enough of will lower your iq level. Seriously, satan doesn't care about making you smart clearly he wants every nigger raping and pillaging because it's not about making you well, it's about making you sick and everyone around you. Indians are known to be disgusting and unhygenic, they are majority a muslim and hindu nation, they will shit on their beaches it is part of their culture, utterly almost all disgusting people.
Extensive conspiracy theories, pseudoscientific claims about IQ and religion, racist stereotypes, and fabricated cultural generalizations presented as fact.
magslight3728 Jan 27, 2026
Canada = Rage against the Indians USA = Rage against the Mexicans UK = Rage against the Arabs Current Jew overlord PSYOP = Rage against the brownies
Canada = Rage against the Indians USA = Rage against the Mexicans UK = Rage against the Arabs Current Jew overlord PSYOP = Rage against the brownies
Contains conspiracy theory framing ('Jew overlord PSYOP') and fabricated comparative claims about countries scapegoating ethnic groups.
Kaelleonm4913 Jan 27, 2026
99% White PedoFiles don't wash their A$$hole with water....They R@ped indigenous tribes of Canada, Mexico, New zealand....White PedoFiles are s** traffick!ng minor girls
99% White PedoFiles don't wash their A$$hole with water....They R@ped indigenous tribes of Canada, Mexico, New zealand....White PedoFiles are s** traffick!ng minor girls
Repeats unsubstantiated racial accusations and fabricated statistics, presenting inflammatory conspiracy-like claims as historical fact.
shruti890-o5b Feb 28, 2026
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. …
These foreign religious buildings are how they organize and centralize their fraud. Once they're established as a religious building they don't have to pay taxes. This becomes ground Central for money laundering and human trafficking. The religious community then pulls its resources and sets up all kinds of fake businesses across the city like daycares and special centers for people with Autism and mental retardation. They also take control of bodegas and gas stations across the city cash business is used to launder the money. Americans need to realize there's 1.5 billion Indians but there's only about 400 million Americans. They have quadruple or population and can easily send hundreds of millions of Indians to our country without losing any population. If they get caught doing crimes they just go to the Sikh temple and get help leaving the country with all their ill got in gains
Presents elaborate conspiracy theory linking religious buildings to organized crime, money laundering, and human trafficking with fabricated demographic claims.
azimuthclark462 Jan 28, 2026
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are …
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are White PedoFile uncles
Presents fabricated statistics and inflammatory racial accusations without evidence, combining conspiracy thinking with identity-based blame.
shruti890-o5b Feb 28, 2026
Kalergi plan is working well in Canada
Kalergi plan is working well in Canada
References the 'Kalergi Plan,' a fabricated antisemitic conspiracy theory about demographic replacement.
Shirlahs Feb 5, 2026
Africans are rapist
Africans are rapist
Makes a sweeping factual claim about a group without evidence, combined with dehumanizing identity-based framing.
gerrylee1687 Jan 27, 2026
All part of the WEF plan, comrades. The Kalergi plan.
All part of the WEF plan, comrades. The Kalergi plan.
References conspiracy theories (WEF, Kalergi plan) that are demonstrably false and used to promote demographic anxiety.
sarahhale-pearson533 Jan 27, 2026
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is …
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is just drum beater to support Hindu cement collections cash collectors running world level drugs peddling child prostitution all hindus looted all indian banks to inavde white race to plant politicians which won't supprt rule of law of white race ,monkeys is arson symbol to burn everything which dont favor Hindutvaa saffron terrorist activities to expand mughals in each white country
Incoherent conspiracy theory combining false claims about political figures, ethnic groups, and criminal activities without factual basis.
thepunjabtimes29 Jan 27, 2026
The jews want to get rid of christianity. Thats why all around the same is happening
The jews want to get rid of christianity. Thats why all around the same is happening
Conspiracy theory attributing immigration patterns to a specific religious/ethnic group with no factual basis.
hatzlflatzl Jan 27, 2026
The ✡imported vermin to wipe out the white race scumbags
The ✡imported vermin to wipe out the white race scumbags
Contains dehumanizing conspiracy rhetoric about immigrants and fabricated claims of demographic replacement, combining false narratives with hateful framing.
_-7310 Jan 27, 2026
totalpajeetdeath
totalpajeetdeath
Username containing a slur and dehumanizing reference; appears to be hate speech or bot spam rather than substantive commentary.
Warntator Feb 23, 2026
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever …
@pwila yho modrs pussy is the only thing weak ever and gets graped everytime yho brownhole farts under comments😂 beatch only brutalFuck And Grape yuh all jokers pos pjeets ever. And yall can only ever fuckand grape and do whatever with yho raindy beatch modrs ever cvckold pos can never even touch anyone irl. So sybau and go eat Puop somewhere pos pjeeet grepist grepland inbred restard.@pwila this restard thoight iam pakistani abdul🤮🤮🖕🏻🖕🏻
Incoherent abusive spam with sexual violence, slurs, and harassment directed at a commenter; appears to be bot-generated hate content.
MyReply_MyChannelBio_forPjeets Jan 29, 2026
Jews’ bio weapon
Jews’ bio weapon
Antisemitic conspiracy theory falsely attributing bioweapon creation to Jewish people, a demonstrably false and hateful claim.
MrFYS18 Jan 27, 2026
TRUMP IS KGB AGENT The The material “Trump is a KGB agent” is based on exclusive information received from a former high-ranking employee of the GRU of the USSR Ministry of Defense (Soviet intelligence). For …
TRUMP IS KGB AGENT The The material “Trump is a KGB agent” is based on exclusive information received from a former high-ranking employee of the GRU of the USSR Ministry of Defense (Soviet intelligence). For the first time, shocking details of Donald Trump's years-long cooperation with the KGB and FSB are revealed. According to the insider, Russian intelligence services not only recruited him back in 1978, but also played a key role in winning the 2024 election. This data could be the basis for impeachment and even charges of treason. \n \nAleksandr Sotnik (born 1968) is an independent journalist, publicist, analyst and writer. Since 2012, he has covered protest actions across Russia, and was one of the few reporters who documented events in the midst of political crises. In 2014, he founded the independent channel Sotnik-TV, where he published interviews with leading opposition figures, including Boris Nemtsov, Garry Kasparov and others. \nAs an active participant in civil society, he took part in organizing the March Against Scoundrels (2013), the Peace March (2014) and other protest events. In 2018, due to threats of physical violence, he was forced to leave Russia with his family. First he lived in Lithuania, then moved to Slovakia, where he continues his activities as an independent journalist and publicist. \nIn 2023, the Russian authorities added him to the Rosfinmonitoring register as an “extremist and terrorist”, which was yet another example of political pressure on independent journalists. \nToday, Alexander Sotnik continues to work in exile and remains one of the most consistent independent political analysts and journalists exposing the Russian political system and its mechanisms of influen
Presents elaborate conspiracy theory claiming Trump is a KGB agent recruited in 1978 with no credible evidence, citing an unverifiable source.
@tinydriege7218 Mar 5, 2025
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Category Distribution

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Classifier Confidence

Distribution of confidence scores across all labeled comments

Discourse Over Time

Top 6 discourse types by month — how framing evolves over time

Category Co-occurrence

Which discourse types most frequently appear together on the same comment

Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
Identity Assertion
CNN 2,313
Tyler Oliveira 1,991
RocaNews 467
JamCan 274
Yoke Immigration Canada 89
Solidarity
CNN 4,297
Tyler Oliveira 400
RocaNews 75
JamCan 36
CTV Your Morning 32
Policy Critique
CNN 3,445
Tyler Oliveira 551
Toronto Sun 340
CTV News 268
RocaNews 235
Humor / Satire
CNN 2,078
Tyler Oliveira 1,667
RocaNews 241
Global News 89
CTV News 68
Fear / Threat
Tyler Oliveira 1,549
CNN 1,332
RocaNews 321
JamCan 204
Toronto Sun 118
Meta-Commentary
Tyler Oliveira 1,702
CNN 1,478
RocaNews 168
CTV News 81
JamCan 77
Unverified Claim
CNN 1,480
Tyler Oliveira 820
RocaNews 203
Yoke Immigration Canada 203
JamCan 152
Moral Argument
CNN 1,733
Tyler Oliveira 704
RocaNews 205
JamCan 73
CTV Your Morning 23
Classified by Claude Haiku (Anthropic) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)